Mathematics for AI and Machine Learning

Foundations for modern AI and machine learning

MathIcon Gallery

192 mind-map pictograms from Mathematics for AI and Machine Learning. Each icon opens a page with book references, chapter links, and a high-resolution preview.

Page 10 of 20 · 10 per page · Search all icons

Linear Independence icon

Ch. 1 Linear algebra Linear Independence Mind-map icon for Chapter 1: Vector Space and Inner Product. Open for an excerpt from the book.

Linear Regression icon

Mathematics for AI Linear Regression Mind-map icon for Linear Regression in Mathematics for AI and Machine Learning. Open for notes on how the drawing relates to the manuscript.

Logistic Regression icon

Mathematics for AI Logistic Regression Mind-map icon for Logistic Regression in Mathematics for AI and Machine Learning. Open for notes on how the drawing relates to the manuscript.

Low-Rank Adaptation icon

Ch. 4 Mathematics for AI Low-Rank Adaptation Mind-map icon for Chapter 4: QR Decomposition and Numerical Rank. Open for an excerpt from the book.

LDU Decomposition icon

Ch. 5 Mathematics for AI LDU Decomposition Mind-map icon for Chapter 5: Square Matrix and LU Decomposition. Open for an excerpt from the book.

Lower Triangular Matrix icon

Ch. 2 Mathematics for AI Lower Triangular Matrix Mind-map icon for Chapter 2: Matrix. Open for an excerpt from the book.

Lower Unit Triangular Matrix icon

Mathematics for AI Lower Unit Triangular Matrix Mind-map icon for Lower Unit Triangular Matrix in Mathematics for AI and Machine Learning. Open for notes on how the drawing relates to the manuscript.

LQ Decomposition icon

Ch. 9 Linear algebra LQ Decomposition Mind-map icon for Chapter 9: Matrix Decompositions and Beyond. Open for an excerpt from the book.

LU Factorization icon

Ch. 5 Linear algebra LU Factorization Mind-map icon for Chapter 5: Square Matrix and LU Decomposition. Open for an excerpt from the book.

Metropolis-Adjusted Langevin Algorithm icon

Ch. 18 Dynamics & diffusion Metropolis-Adjusted Langevin Algorithm Mind-map icon for Chapter 18: Langevin Dynamics and Sampling. Open for an excerpt from the book.